Large Language Model Text Generation Inference

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Google TPU optimizations for transformers models

Train transformer language models with reinforcement learning.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.